conftrace_

language model

4599 papers

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Also known as

LMS LM

Co-occurring keywords

large language model (13587) text generation (2913) text classification (6793) transfer learning (5449) question answering (2963) representation learning (6206) knowledge distillation (3725) pre-trained language model (1515) few-shot learning (3398) zero-shot learning (3650)

Papers

Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs ACL 2025
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation EMNLP 2025
Following Length Constraints in Instructions EMNLP 2025
Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers EMNLP 2025
The Good, the Bad and the Constructive: Automatically Measuring Peer Review’s Utility for Authors EMNLP 2025
MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025
A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025
Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models ACL 2025
nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder AAAI 2025
TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings AAAI 2025
GitGoodBench: A Novel Benchmark For Evaluating Agentic Performance On Git ACL 2025
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations EMNLP 2025
Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations EMNLP 2025
iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use EMNLP 2025
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models ACL 2025
Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings EMNLP 2025
Using Next Sentence Prediction to Test ChatGPT’s Text Comprehension (Student Abstract) AAAI 2025
Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025
KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models EMNLP 2025
ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models EMNLP 2025
Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025